{"id":"W3200540578","doi":"10.5281/zenodo.18516676","title":"Performance Investigation of R290 As A Substitute to R22 Refrigeration System","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigeration; Environmental science; Process engineering; Computer science; Mechanical engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004697093,0.0004359107,0.0005291188,0.0004577715,0.0003725999,0.0004537379,0.0006838014,0.0004003196,0.003233208],"category_scores_gemma":[0.0007124901,0.0001372759,0.0004877788,0.0004109171,0.0002103699,0.0007344265,0.0003981015,0.0002771473,0.001124991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428776,"about_ca_system_score_gemma":0.0002084953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127549,"about_ca_topic_score_gemma":0.00105519,"domain_scores_codex":[0.9993795,0.0001059211,0.00004613907,0.0001301454,0.0002486813,0.00008967327],"domain_scores_gemma":[0.9997546,0.00004787304,0.00002795981,0.00002729233,0.0001200961,0.00002213096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002404122,0.0001532868,0.00425657,0.001168414,0.00008156092,0.0005528457,0.0002119326,0.002815495,0.9510556,0.0005294559,0.001273916,0.03549683],"study_design_scores_gemma":[0.00004599751,0.003040762,0.007627306,0.00002733769,0.00011247,0.0005285662,0.00014042,0.00925891,0.9683851,0.00006915813,0.01072991,0.00003413654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917645,0.001988233,0.002303424,0.00009292831,0.0000662508,0.00003603501,0.0003332443,0.0002992123,0.003116102],"genre_scores_gemma":[0.9929363,0.0007667714,0.002306057,0.00004551046,0.0000189393,0.00002065394,0.0004154514,0.00009496998,0.003395381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003233208,"threshold_uncertainty_score":0.0108161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605556864342537,"score_gpt":0.2426469390356024,"score_spread":0.216591370392177,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}